{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from torchvision.io import VideoReader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path = '/root/code/tianchi/data/test/video/ele_0a8b4d580f3d9fdec653b2f84d87017e.ts'\n",
    "file_path = '/root/code/tianchi/meeting_01.mp4'\n",
    "video_reader = VideoReader(file_path, )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/io/video_reader.py:245: UserWarning: Accurate seek is not implemented for pyav backend\n",
      "  warnings.warn(\"Accurate seek is not implemented for pyav backend\")\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<torchvision.io.video_reader.VideoReader at 0x7f188bf40a00>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_reader.seek(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "frame = next(video_reader)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': tensor([[[  8,  10,  14,  ...,  18,  18,  18],\n",
       "          [  8,  10,  14,  ...,  18,  18,  18],\n",
       "          [  8,  10,  14,  ...,  18,  18,  18],\n",
       "          ...,\n",
       "          [ 22,  22,  17,  ...,  38,  38,  38],\n",
       "          [ 22,  22,  17,  ...,  39,  39,  39],\n",
       "          [ 22,  22,  17,  ...,  39,  39,  39]],\n",
       " \n",
       "         [[ 46,  48,  51,  ...,  61,  61,  61],\n",
       "          [ 46,  48,  51,  ...,  61,  61,  61],\n",
       "          [ 46,  48,  51,  ...,  61,  61,  61],\n",
       "          ...,\n",
       "          [ 42,  42,  44,  ...,  73,  74,  74],\n",
       "          [ 42,  42,  44,  ...,  74,  74,  74],\n",
       "          [ 42,  42,  44,  ...,  74,  74,  74]],\n",
       " \n",
       "         [[118, 120, 127,  ..., 181, 181, 181],\n",
       "          [118, 120, 127,  ..., 181, 181, 181],\n",
       "          [118, 120, 127,  ..., 181, 181, 181],\n",
       "          ...,\n",
       "          [123, 123, 127,  ..., 174, 172, 172],\n",
       "          [123, 123, 127,  ..., 175, 175, 175],\n",
       "          [123, 123, 127,  ..., 175, 175, 175]]], dtype=torch.uint8),\n",
       " 'pts': 0.0}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3, 1080, 1920)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "frame['data'].numpy().shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f1881c4fee0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.imshow(frame['data'].permute(1, 2, 0).numpy())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'video': {'fps': [15.046991413313423], 'duration': [20.535666666666668]},\n",
       " 'audio': {'framerate': [32000.0], 'duration': [20.416]}}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_reader.get_metadata()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path = '/root/code/tianchi/data/test/video/ele_0a8b4d580f3d9fdec653b2f84d87017e.ts'\n",
    "video_reader = VideoReader(file_path, )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'video': {'fps': [6.25], 'duration': [4.96]}}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_reader.get_metadata()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "frames = []\n",
    "\n",
    "for frame in video_reader:\n",
    "    frames.append(frame['data'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "31"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "31.0"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "6.25 * 4.96"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "from torchvision import datasets\n",
    "from torchvision.datasets.video_utils import VideoClips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/1 [00:00<?, ?it/s]/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/io/video.py:408: RuntimeWarning: Failed to open container for ele_0a8b4d580f3d9fdec653b2f84d87017e.ts; Caught error: [Errno 2] No such file or directory: 'ele_0a8b4d580f3d9fdec653b2f84d87017e.ts'\n",
      "  warnings.warn(msg, RuntimeWarning)\n",
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/io/video.py:408: RuntimeWarning: Failed to open container for ele_00cfd9a2b68a27a9360090e104ff8476.ts; Caught error: [Errno 2] No such file or directory: 'ele_00cfd9a2b68a27a9360090e104ff8476.ts'\n",
      "  warnings.warn(msg, RuntimeWarning)\n",
      "100%|██████████| 1/1 [00:00<00:00,  1.19it/s]\n",
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/datasets/video_utils.py:219: UserWarning: There aren't enough frames in the current video to get a clip for the given clip length and frames between clips. The video (and potentially others) will be skipped.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "video_paths = os.listdir('/root/code/tianchi/data/try_video')\n",
    "vc = VideoClips(video_paths)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[tensor([[      0,    6000,   12000,  ...,   72000,   77940,   83970],\n",
       "         [   6000,   12000,   12690,  ...,   77940,   83970,   89730],\n",
       "         [  12000,   12690,   18630,  ...,   83970,   89730,   95760],\n",
       "         ...,\n",
       "         [1746000, 1752000, 1758000,  ..., 1818450, 1824390, 1830240],\n",
       "         [1752000, 1758000, 1764000,  ..., 1824390, 1830240, 1836360],\n",
       "         [1758000, 1764000, 1770000,  ..., 1830240, 1836360, 1842210]]),\n",
       " tensor([], size=(0, 16), dtype=torch.int64),\n",
       " tensor([], size=(0, 16), dtype=torch.int64)]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vc.clips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['meeting_01.mp4', 'ele_0a8b4d580f3d9fdec653b2f84d87017e.ts', 'ele_00cfd9a2b68a27a9360090e104ff8476.ts']\n"
     ]
    }
   ],
   "source": [
    "print(video_paths)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method VideoClips.compute_clips of <torchvision.datasets.video_utils.VideoClips object at 0x7f188c1e8be0>>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vc.compute_clips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from typing import Any, Callable, Dict, List, Optional, Tuple\n",
    "\n",
    "from torch import Tensor\n",
    "\n",
    "from torchvision.datasets.folder import find_classes, make_dataset\n",
    "from torchvision.datasets.video_utils import VideoClips\n",
    "from torchvision.datasets.vision import VisionDataset\n",
    "\n",
    "class UCF101(VisionDataset):\n",
    "    \"\"\"\n",
    "    `UCF101 <https://www.crcv.ucf.edu/data/UCF101.php>`_ dataset.\n",
    "\n",
    "    UCF101 is an action recognition video dataset.\n",
    "    This dataset consider every video as a collection of video clips of fixed size, specified\n",
    "    by ``frames_per_clip``, where the step in frames between each clip is given by\n",
    "    ``step_between_clips``. The dataset itself can be downloaded from the dataset website;\n",
    "    annotations that ``annotation_path`` should be pointing to can be downloaded from `here\n",
    "    <https://www.crcv.ucf.edu/data/UCF101/UCF101TrainTestSplits-RecognitionTask.zip>`_.\n",
    "\n",
    "    To give an example, for 2 videos with 10 and 15 frames respectively, if ``frames_per_clip=5``\n",
    "    and ``step_between_clips=5``, the dataset size will be (2 + 3) = 5, where the first two\n",
    "    elements will come from video 1, and the next three elements from video 2.\n",
    "    Note that we drop clips which do not have exactly ``frames_per_clip`` elements, so not all\n",
    "    frames in a video might be present.\n",
    "\n",
    "    Internally, it uses a VideoClips object to handle clip creation.\n",
    "\n",
    "    Args:\n",
    "        root (string): Root directory of the UCF101 Dataset.\n",
    "        annotation_path (str): path to the folder containing the split files;\n",
    "            see docstring above for download instructions of these files\n",
    "        frames_per_clip (int): number of frames in a clip.\n",
    "        step_between_clips (int, optional): number of frames between each clip.\n",
    "        fold (int, optional): which fold to use. Should be between 1 and 3.\n",
    "        train (bool, optional): if ``True``, creates a dataset from the train split,\n",
    "            otherwise from the ``test`` split.\n",
    "        transform (callable, optional): A function/transform that  takes in a TxHxWxC video\n",
    "            and returns a transformed version.\n",
    "        output_format (str, optional): The format of the output video tensors (before transforms).\n",
    "            Can be either \"THWC\" (default) or \"TCHW\".\n",
    "\n",
    "    Returns:\n",
    "        tuple: A 3-tuple with the following entries:\n",
    "\n",
    "            - video (Tensor[T, H, W, C] or Tensor[T, C, H, W]): The `T` video frames\n",
    "            -  audio(Tensor[K, L]): the audio frames, where `K` is the number of channels\n",
    "               and `L` is the number of points\n",
    "            - label (int): class of the video clip\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(\n",
    "        self,\n",
    "        root: str,\n",
    "        frames_per_clip: int,\n",
    "        step_between_clips: int = 1,\n",
    "        frame_rate: Optional[int] = None,\n",
    "        fold: int = 1,\n",
    "        train: bool = True,\n",
    "        transform: Optional[Callable] = None,\n",
    "        _precomputed_metadata: Optional[Dict[str, Any]] = None,\n",
    "        num_workers: int = 1,\n",
    "        _video_width: int = 0,\n",
    "        _video_height: int = 0,\n",
    "        _video_min_dimension: int = 0,\n",
    "        _audio_samples: int = 0,\n",
    "        output_format: str = \"THWC\",\n",
    "    ) -> None:\n",
    "        super().__init__(root)\n",
    "        if not 1 <= fold <= 3:\n",
    "            raise ValueError(f\"fold should be between 1 and 3, got {fold}\")\n",
    "\n",
    "        extensions = (\"avi\",)\n",
    "        self.fold = fold\n",
    "        self.train = train\n",
    "\n",
    "        # self.classes, class_to_idx = find_classes(self.root)\n",
    "        # self.samples = make_dataset(self.root, class_to_idx, extensions, is_valid_file=None)\n",
    "        video_list = os.listdir(root)\n",
    "        video_clips = VideoClips(\n",
    "            video_list,\n",
    "            frames_per_clip,\n",
    "            step_between_clips,\n",
    "            frame_rate,\n",
    "            _precomputed_metadata,\n",
    "            num_workers=num_workers,\n",
    "            _video_width=_video_width,\n",
    "            _video_height=_video_height,\n",
    "            _video_min_dimension=_video_min_dimension,\n",
    "            _audio_samples=_audio_samples,\n",
    "            output_format=output_format,\n",
    "        )\n",
    "        # we bookkeep the full version of video clips because we want to be able\n",
    "        # to return the metadata of full version rather than the subset version of\n",
    "        # video clips\n",
    "        self.full_video_clips = video_clips\n",
    "        # self.indices = self._select_fold(video_list, annotation_path, fold, train)\n",
    "        # self.video_clips = video_clips.subset(self.indices)\n",
    "        self.video_clips = video_clips\n",
    "        self.transform = transform\n",
    "\n",
    "    @property\n",
    "    def metadata(self) -> Dict[str, Any]:\n",
    "        return self.full_video_clips.metadata\n",
    "\n",
    "    def _select_fold(self, video_list: List[str], annotation_path: str, fold: int, train: bool) -> List[int]:\n",
    "        name = \"train\" if train else \"test\"\n",
    "        name = f\"{name}list{fold:02d}.txt\"\n",
    "        f = os.path.join(annotation_path, name)\n",
    "        selected_files = set()\n",
    "        with open(f) as fid:\n",
    "            data = fid.readlines()\n",
    "            data = [x.strip().split(\" \")[0] for x in data]\n",
    "            data = [os.path.join(self.root, *x.split(\"/\")) for x in data]\n",
    "            selected_files.update(data)\n",
    "        indices = [i for i in range(len(video_list)) if video_list[i] in selected_files]\n",
    "        return indices\n",
    "\n",
    "    def __len__(self) -> int:\n",
    "        return self.video_clips.num_clips()\n",
    "\n",
    "    def __getitem__(self, idx: int) -> Tuple[Tensor, Tensor, int]:\n",
    "        video, audio, info, video_idx = self.video_clips.get_clip(idx)\n",
    "        # label = self.samples[self.indices[video_idx]][1]\n",
    "\n",
    "        if self.transform is not None:\n",
    "            video = self.transform(video)\n",
    "\n",
    "        return video, audio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/1 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00,  1.06it/s]\n"
     ]
    }
   ],
   "source": [
    "ucf = UCF101('/root/code/tianchi/data/try_video', frames_per_clip=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/1 [00:00<?, ?it/s]/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/io/video.py:408: RuntimeWarning: Failed to open container for ele_0a8b4d580f3d9fdec653b2f84d87017e.ts; Caught error: [Errno 2] No such file or directory: 'ele_0a8b4d580f3d9fdec653b2f84d87017e.ts'\n",
      "  warnings.warn(msg, RuntimeWarning)\n",
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/io/video.py:408: RuntimeWarning: Failed to open container for ele_00cfd9a2b68a27a9360090e104ff8476.ts; Caught error: [Errno 2] No such file or directory: 'ele_00cfd9a2b68a27a9360090e104ff8476.ts'\n",
      "  warnings.warn(msg, RuntimeWarning)\n",
      "100%|██████████| 1/1 [00:00<00:00,  1.21it/s]\n",
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/datasets/video_utils.py:219: UserWarning: There aren't enough frames in the current video to get a clip for the given clip length and frames between clips. The video (and potentially others) will be skipped.\n",
      "  warnings.warn(\n",
      "/root/mambaforge/envs/kitchen/lib/python3.9/site-packages/torchvision/datasets/video_utils.py:219: UserWarning: There aren't enough frames in the current video to get a clip for the given clip length and frames between clips. The video (and potentially others) will be skipped.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "video_clips = VideoClips(os.listdir('/root/code/tianchi/data/try_video'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor([[[[216, 155,  99],\n",
       "           [216, 155,  99],\n",
       "           [215, 154,  98],\n",
       "           ...,\n",
       "           [106, 112, 119],\n",
       "           [106, 112, 119],\n",
       "           [106, 112, 119]],\n",
       " \n",
       "          [[216, 155,  99],\n",
       "           [216, 155,  99],\n",
       "           [215, 154,  98],\n",
       "           ...,\n",
       "           [106, 112, 119],\n",
       "           [106, 112, 119],\n",
       "           [106, 112, 119]],\n",
       " \n",
       "          [[216, 155,  99],\n",
       "           [216, 155,  99],\n",
       "           [215, 154,  98],\n",
       "           ...,\n",
       "           [105, 111, 118],\n",
       "           [105, 111, 118],\n",
       "           [105, 111, 118]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           ...,\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40]],\n",
       " \n",
       "          [[ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           ...,\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40]],\n",
       " \n",
       "          [[ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           [ 93, 101, 123],\n",
       "           ...,\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40],\n",
       "           [ 36,  39,  40]]],\n",
       " \n",
       " \n",
       "         [[[216, 154, 101],\n",
       "           [216, 154, 101],\n",
       "           [215, 153, 100],\n",
       "           ...,\n",
       "           [106, 112, 120],\n",
       "           [106, 112, 120],\n",
       "           [106, 112, 120]],\n",
       " \n",
       "          [[216, 154, 101],\n",
       "           [216, 154, 101],\n",
       "           [215, 153, 100],\n",
       "           ...,\n",
       "           [106, 112, 120],\n",
       "           [106, 112, 120],\n",
       "           [106, 112, 120]],\n",
       " \n",
       "          [[216, 154, 101],\n",
       "           [216, 154, 101],\n",
       "           [215, 153, 100],\n",
       "           ...,\n",
       "           [105, 111, 119],\n",
       "           [105, 111, 119],\n",
       "           [105, 111, 119]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[ 95, 100, 113],\n",
       "           [ 95, 100, 113],\n",
       "           [ 96, 101, 114],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]],\n",
       " \n",
       "          [[ 96, 101, 114],\n",
       "           [ 96, 101, 114],\n",
       "           [ 97, 102, 115],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]],\n",
       " \n",
       "          [[ 96, 101, 114],\n",
       "           [ 96, 101, 114],\n",
       "           [ 97, 102, 115],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]]],\n",
       " \n",
       " \n",
       "         [[[216, 154, 103],\n",
       "           [216, 154, 103],\n",
       "           [215, 153, 102],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [109, 114, 121],\n",
       "           [109, 114, 121]],\n",
       " \n",
       "          [[216, 154, 103],\n",
       "           [216, 154, 103],\n",
       "           [215, 153, 102],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [109, 114, 121],\n",
       "           [109, 114, 121]],\n",
       " \n",
       "          [[216, 154, 103],\n",
       "           [216, 154, 103],\n",
       "           [215, 153, 102],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[ 95,  99, 120],\n",
       "           [ 95,  99, 120],\n",
       "           [ 96, 100, 121],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]],\n",
       " \n",
       "          [[ 96, 100, 121],\n",
       "           [ 96, 100, 121],\n",
       "           [ 97, 101, 122],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]],\n",
       " \n",
       "          [[ 96, 100, 121],\n",
       "           [ 96, 100, 121],\n",
       "           [ 97, 101, 122],\n",
       "           ...,\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39],\n",
       "           [ 36,  40,  39]]],\n",
       " \n",
       " \n",
       "         ...,\n",
       " \n",
       " \n",
       "         [[[213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[214, 151, 104],\n",
       "           [214, 151, 104],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [107, 112, 119],\n",
       "           [107, 112, 119]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[253, 130,  23],\n",
       "           [253, 130,  23],\n",
       "           [255, 130,  11],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[252, 127,  35],\n",
       "           [252, 127,  35],\n",
       "           [252, 129,  22],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[251, 126,  34],\n",
       "           [251, 126,  34],\n",
       "           [251, 128,  21],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]]],\n",
       " \n",
       " \n",
       "         [[[213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[214, 151, 104],\n",
       "           [214, 151, 104],\n",
       "           [213, 150, 103],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [107, 112, 119],\n",
       "           [107, 112, 119]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[253, 130,  23],\n",
       "           [253, 130,  23],\n",
       "           [255, 130,  11],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[252, 127,  35],\n",
       "           [252, 127,  35],\n",
       "           [252, 129,  22],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[251, 126,  34],\n",
       "           [251, 126,  34],\n",
       "           [251, 128,  21],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]]],\n",
       " \n",
       " \n",
       "         [[[213, 152,  96],\n",
       "           [213, 152,  96],\n",
       "           [213, 152,  96],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[213, 152,  96],\n",
       "           [213, 152,  96],\n",
       "           [213, 152,  96],\n",
       "           ...,\n",
       "           [109, 114, 121],\n",
       "           [108, 113, 120],\n",
       "           [108, 113, 120]],\n",
       " \n",
       "          [[214, 152,  99],\n",
       "           [214, 152,  99],\n",
       "           [213, 151,  98],\n",
       "           ...,\n",
       "           [108, 113, 120],\n",
       "           [107, 112, 119],\n",
       "           [107, 112, 119]],\n",
       " \n",
       "          ...,\n",
       " \n",
       "          [[253, 130,  23],\n",
       "           [253, 130,  23],\n",
       "           [255, 130,  11],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[252, 127,  35],\n",
       "           [252, 127,  35],\n",
       "           [252, 129,  22],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]],\n",
       " \n",
       "          [[251, 126,  34],\n",
       "           [251, 126,  34],\n",
       "           [251, 128,  21],\n",
       "           ...,\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15],\n",
       "           [ 13,  15,  15]]]], dtype=torch.uint8),\n",
       " tensor([[0., 0., 0.,  ..., 0., 0., 0.]]),\n",
       " {'video_fps': 15.046991413313423, 'audio_fps': 32000},\n",
       " 0)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_clips.get_clip(6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "294"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_clips.num_clips()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([8, 3, 224, 224])\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import cv2\n",
    "import torch\n",
    "from torch.utils.data import Dataset\n",
    "from torchvision import transforms\n",
    "\n",
    "class VideoDataset(Dataset):\n",
    "    def __init__(self, data_folder, num_frames=8, transform=None):\n",
    "        self.data_folder = data_folder\n",
    "        self.num_frames = num_frames\n",
    "        self.transform = transform\n",
    "\n",
    "        # Get a list of video files in the data folder\n",
    "        self.video_files = [f for f in os.listdir(data_folder)]\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self.video_files)\n",
    "\n",
    "    def __getitem__(self, idx):\n",
    "        video_file = os.path.join(self.data_folder, self.video_files[idx])\n",
    "\n",
    "        # Open the video file\n",
    "        cap = cv2.VideoCapture(video_file)\n",
    "\n",
    "        # Get the total number of frames in the video\n",
    "        total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "\n",
    "        # Sample 8 frames uniformly from the video\n",
    "        indices = torch.linspace(0, total_frames - 1, steps=self.num_frames).int().tolist()\n",
    "        frames = []\n",
    "\n",
    "        for i in indices:\n",
    "            # Set the frame position\n",
    "            cap.set(cv2.CAP_PROP_POS_FRAMES, i)\n",
    "\n",
    "            # Read the frame\n",
    "            ret, frame = cap.read()\n",
    "\n",
    "            if ret:\n",
    "                frames.append(frame)\n",
    "        \n",
    "        # Close the video file\n",
    "        cap.release()\n",
    "\n",
    "        # Apply transformations if provided\n",
    "        if self.transform:\n",
    "            frames = [self.transform(frame) for frame in frames]\n",
    "\n",
    "        # Convert frames to a tensor\n",
    "        frames = torch.stack(frames)\n",
    "\n",
    "        return frames\n",
    "\n",
    "# Example usage:\n",
    "data_folder = '/root/code/tianchi/data/try_video'\n",
    "transform = transforms.Compose([transforms.ToPILImage(),\n",
    "                                transforms.Resize((224, 224)),\n",
    "                                transforms.ToTensor()])\n",
    "\n",
    "dataset = VideoDataset(data_folder, transform=transform)\n",
    "\n",
    "# Access a sample\n",
    "sample = dataset[0]\n",
    "print(sample.shape)  # It should print torch.Size([8, height, width, channels])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(dataset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([8, 3, 1440, 2560])"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset[1].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f18740b6a90>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.imshow(dataset[1][0].permute(1,  2, 0))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dl4",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.18"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
